disoriented - Story 30928 | Emotion Vectors in Gemma4-31B

The classroom buzzed with chatter, but it was just noise to her. She looked at the test paper. The words were there, on the page, but they held no meaning. It was like trying to decipher a foreign language. The questions seemed utterly nonsensical. Her classmates' faces were blurred. She tried to focus, but her eyes wandered to the window.

She felt a hand on her shoulder, a voice whispering, "Are you feeling okay?" Her brow furrowed. She slowly shook her head, unable to speak, the weight of the moment pressing down on her.

Emotion: disoriented

Cluster: Surprise / Confusion

PC1 (Valence): -2.65 Negative

PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion disoriented. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disoriented stories, after denoising with neutral dialogue baselines, produces the disoriented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disoriented vector is projected through the unembedding matrix.

Promoted:

`unfamiliar`	0.340
`ness`	0.321
`失去了`	0.316
`не`	0.315
`будто`	0.311

Suppressed:

`B`	-0.474
`la`	-0.419
`K`	-0.409
`de`	-0.309
`brag`	-0.302